{"id":"https://openalex.org/W2990443604","doi":"https://doi.org/10.1007/s13735-019-00183-w","title":"A survey of traditional and deep learning-based feature descriptors for high dimensional data in computer vision","display_name":"A survey of traditional and deep learning-based feature descriptors for high dimensional data in computer vision","publication_year":2019,"publication_date":"2019-11-22","ids":{"openalex":"https://openalex.org/W2990443604","doi":"https://doi.org/10.1007/s13735-019-00183-w","mag":"2990443604"},"language":"en","primary_location":{"id":"doi:10.1007/s13735-019-00183-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13735-019-00183-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13735-019-00183-w.pdf","source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Information Retrieval","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13735-019-00183-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048071187","display_name":"Theodoros Georgiou","orcid":"https://orcid.org/0000-0001-8211-0569"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Theodoros Georgiou","raw_affiliation_strings":["Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345619","display_name":"Yu Liu","orcid":"https://orcid.org/0000-0001-6449-2129"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yu Liu","raw_affiliation_strings":["Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023806511","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-6248-1298"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107877141","display_name":"Michael S. Lew","orcid":null},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michael Lew","raw_affiliation_strings":["Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden Institute of Advanced Computer Science, Universiteit Leiden, Niels Bohrweg 1, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048071187"],"corresponding_institution_ids":["https://openalex.org/I121797337"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":7.251,"has_fulltext":true,"cited_by_count":178,"citation_normalized_percentile":{"value":0.97700443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"9","issue":"3","first_page":"135","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8794232606887817},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6942923069000244},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6291847229003906},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.619365394115448},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.593683123588562},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.587004542350769},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5645866394042969},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5462940335273743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5380735993385315},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5083751082420349},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37166768312454224},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34792646765708923}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8794232606887817},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6942923069000244},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6291847229003906},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.619365394115448},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.593683123588562},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.587004542350769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5645866394042969},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5462940335273743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5380735993385315},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5083751082420349},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37166768312454224},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34792646765708923},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13735-019-00183-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13735-019-00183-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13735-019-00183-w.pdf","source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Information Retrieval","raw_type":"journal-article"},{"id":"pmh:oai:openaccess.leidenuniv.nl:1887/85540","is_oa":false,"landing_page_url":"http://hdl.handle.net/1887/85540","pdf_url":null,"source":{"id":"https://openalex.org/S4306400850","display_name":"Leiden Repository (Leiden University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121797337","host_organization_name":"Leiden University","host_organization_lineage":["https://openalex.org/I121797337"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9","raw_type":"Article / Letter to editor"},{"id":"pmh:oai:scholarlypublications.universiteitleiden.nl:item_2984333","is_oa":true,"landing_page_url":"https://hdl.handle.net/1887/85540","pdf_url":null,"source":{"id":"https://openalex.org/S4306400850","display_name":"Leiden Repository (Leiden University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121797337","host_organization_name":"Leiden University","host_organization_lineage":["https://openalex.org/I121797337"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Multimedia Information Retrieval","raw_type":"Article / Letter to editor"}],"best_oa_location":{"id":"doi:10.1007/s13735-019-00183-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13735-019-00183-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13735-019-00183-w.pdf","source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Information Retrieval","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G629491556","display_name":null,"funder_award_id":"(NWO)","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7967976549","display_name":null,"funder_award_id":"628.006.002","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990443604.pdf","grobid_xml":"https://content.openalex.org/works/W2990443604.grobid-xml"},"referenced_works_count":328,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W28988658","https://openalex.org/W62794737","https://openalex.org/W125693051","https://openalex.org/W129501612","https://openalex.org/W177847060","https://openalex.org/W182048296","https://openalex.org/W189596042","https://openalex.org/W1202180536","https://openalex.org/W1482825550","https://openalex.org/W1484544914","https://openalex.org/W1505952289","https://openalex.org/W1522734439","https://openalex.org/W1526868886","https://openalex.org/W1532362218","https://openalex.org/W1534763723","https://openalex.org/W1543001456","https://openalex.org/W1564871316","https://openalex.org/W1565402342","https://openalex.org/W1573897183","https://openalex.org/W1586730761","https://openalex.org/W1591677984","https://openalex.org/W1591801644","https://openalex.org/W1596547119","https://openalex.org/W1629010235","https://openalex.org/W1644641054","https://openalex.org/W1665214252","https://openalex.org/W1677182931","https://openalex.org/W1677409904","https://openalex.org/W1686810756","https://openalex.org/W1689711448","https://openalex.org/W1692173902","https://openalex.org/W1745334888","https://openalex.org/W1777221758","https://openalex.org/W1777628566","https://openalex.org/W1849277567","https://openalex.org/W1861492603","https://openalex.org/W1864907493","https://openalex.org/W1874503286","https://openalex.org/W1903029394","https://openalex.org/W1905829557","https://openalex.org/W1910567995","https://openalex.org/W1920022804","https://openalex.org/W1923184257","https://openalex.org/W1926645898","https://openalex.org/W1927052826","https://openalex.org/W1932888261","https://openalex.org/W1944615693","https://openalex.org/W1947481528","https://openalex.org/W1950788856","https://openalex.org/W1967336115","https://openalex.org/W1969366022","https://openalex.org/W1969868017","https://openalex.org/W1973166425","https://openalex.org/W1975115645","https://openalex.org/W1981276685","https://openalex.org/W1981760881","https://openalex.org/W1983364832","https://openalex.org/W1983670955","https://openalex.org/W1984757472","https://openalex.org/W1985238052","https://openalex.org/W1989625560","https://openalex.org/W1990444762","https://openalex.org/W1995266040","https://openalex.org/W2000063120","https://openalex.org/W2002706836","https://openalex.org/W2003543060","https://openalex.org/W2005756025","https://openalex.org/W2007200979","https://openalex.org/W2007206727","https://openalex.org/W2007972795","https://openalex.org/W2010303251","https://openalex.org/W2011697391","https://openalex.org/W2016053056","https://openalex.org/W2017257315","https://openalex.org/W2020163092","https://openalex.org/W2021122545","https://openalex.org/W2021348965","https://openalex.org/W2022508996","https://openalex.org/W2024236092","https://openalex.org/W2024868105","https://openalex.org/W2025768430","https://openalex.org/W2028248716","https://openalex.org/W2033979122","https://openalex.org/W2034328688","https://openalex.org/W2034368206","https://openalex.org/W2036163530","https://openalex.org/W2037938259","https://openalex.org/W2046269998","https://openalex.org/W2050966058","https://openalex.org/W2053939793","https://openalex.org/W2054813538","https://openalex.org/W2056610823","https://openalex.org/W2056898157","https://openalex.org/W2057175746","https://openalex.org/W2064451896","https://openalex.org/W2064675550","https://openalex.org/W2066813062","https://openalex.org/W2067912884","https://openalex.org/W2067956279","https://openalex.org/W2068473109","https://openalex.org/W2068611653","https://openalex.org/W2069479606","https://openalex.org/W2072304990","https://openalex.org/W2073139398","https://openalex.org/W2073660060","https://openalex.org/W2074142320","https://openalex.org/W2082191922","https://openalex.org/W2085411191","https://openalex.org/W2085735683","https://openalex.org/W2087063852","https://openalex.org/W2089815405","https://openalex.org/W2091791686","https://openalex.org/W2091911422","https://openalex.org/W2097117768","https://openalex.org/W2097342496","https://openalex.org/W2098764590","https://openalex.org/W2099606917","https://openalex.org/W2099789128","https://openalex.org/W2099867504","https://openalex.org/W2100495367","https://openalex.org/W2100657858","https://openalex.org/W2100740942","https://openalex.org/W2101194540","https://openalex.org/W2103140817","https://openalex.org/W2105101328","https://openalex.org/W2106996050","https://openalex.org/W2108333036","https://openalex.org/W2109761267","https://openalex.org/W2110819057","https://openalex.org/W2111078031","https://openalex.org/W2111308925","https://openalex.org/W2112547580","https://openalex.org/W2112796928","https://openalex.org/W2113800095","https://openalex.org/W2114361838","https://openalex.org/W2115213191","https://openalex.org/W2116032541","https://openalex.org/W2117228865","https://openalex.org/W2117539524","https://openalex.org/W2118877769","https://openalex.org/W2120190345","https://openalex.org/W2122422695","https://openalex.org/W2122565151","https://openalex.org/W2123435073","https://openalex.org/W2123456673","https://openalex.org/W2124386111","https://openalex.org/W2124561101","https://openalex.org/W2125621169","https://openalex.org/W2126574503","https://openalex.org/W2126579184","https://openalex.org/W2127911825","https://openalex.org/W2130068374","https://openalex.org/W2130558599","https://openalex.org/W2130646036","https://openalex.org/W2131774270","https://openalex.org/W2132195202","https://openalex.org/W2135414774","https://openalex.org/W2136475381","https://openalex.org/W2136655611","https://openalex.org/W2136917337","https://openalex.org/W2136922672","https://openalex.org/W2137540983","https://openalex.org/W2139114878","https://openalex.org/W2140856208","https://openalex.org/W2142194269","https://openalex.org/W2143267104","https://openalex.org/W2143884379","https://openalex.org/W2144380653","https://openalex.org/W2145094598","https://openalex.org/W2149084152","https://openalex.org/W2150066425","https://openalex.org/W2151103935","https://openalex.org/W2151148091","https://openalex.org/W2151402769","https://openalex.org/W2154280780","https://openalex.org/W2154346517","https://openalex.org/W2154458843","https://openalex.org/W2155302366","https://openalex.org/W2156222070","https://openalex.org/W2156303437","https://openalex.org/W2156387975","https://openalex.org/W2157331557","https://openalex.org/W2158169396","https://openalex.org/W2160643963","https://openalex.org/W2160821342","https://openalex.org/W2161438989","https://openalex.org/W2161612652","https://openalex.org/W2161969291","https://openalex.org/W2162415752","https://openalex.org/W2162670331","https://openalex.org/W2163292664","https://openalex.org/W2163352848","https://openalex.org/W2164598857","https://openalex.org/W2165715280","https://openalex.org/W2166294429","https://openalex.org/W2171896402","https://openalex.org/W2172156083","https://openalex.org/W2172174689","https://openalex.org/W2173046955","https://openalex.org/W2176412452","https://openalex.org/W2176950688","https://openalex.org/W2177274842","https://openalex.org/W2185528074","https://openalex.org/W2194775991","https://openalex.org/W2201305792","https://openalex.org/W2211722331","https://openalex.org/W2218318129","https://openalex.org/W2221101993","https://openalex.org/W2221752211","https://openalex.org/W2235034809","https://openalex.org/W2253156915","https://openalex.org/W2257534197","https://openalex.org/W2270425654","https://openalex.org/W2282096937","https://openalex.org/W2294797155","https://openalex.org/W2295332248","https://openalex.org/W2296655530","https://openalex.org/W2336403884","https://openalex.org/W2339077268","https://openalex.org/W2341569833","https://openalex.org/W2342662179","https://openalex.org/W2344005843","https://openalex.org/W2344034899","https://openalex.org/W2397854647","https://openalex.org/W2400577036","https://openalex.org/W2431874326","https://openalex.org/W2461725797","https://openalex.org/W2462996230","https://openalex.org/W2474861804","https://openalex.org/W2485522583","https://openalex.org/W2487365028","https://openalex.org/W2489780108","https://openalex.org/W2499468060","https://openalex.org/W2502312327","https://openalex.org/W2510185399","https://openalex.org/W2519308720","https://openalex.org/W2520352517","https://openalex.org/W2527142681","https://openalex.org/W2533739470","https://openalex.org/W2535547924","https://openalex.org/W2546066744","https://openalex.org/W2546302380","https://openalex.org/W2556205602","https://openalex.org/W2557283755","https://openalex.org/W2557465155","https://openalex.org/W2560342169","https://openalex.org/W2563685048","https://openalex.org/W2563705555","https://openalex.org/W2567599812","https://openalex.org/W2587989515","https://openalex.org/W2594519801","https://openalex.org/W2604249033","https://openalex.org/W2622048542","https://openalex.org/W2625286981","https://openalex.org/W2625366777","https://openalex.org/W2753461371","https://openalex.org/W2757685588","https://openalex.org/W2770233088","https://openalex.org/W2772926850","https://openalex.org/W2775906317","https://openalex.org/W2776622059","https://openalex.org/W2788608285","https://openalex.org/W2788909776","https://openalex.org/W2794487512","https://openalex.org/W2795783309","https://openalex.org/W2798535712","https://openalex.org/W2799406003","https://openalex.org/W2808170931","https://openalex.org/W2887297641","https://openalex.org/W2896847007","https://openalex.org/W2902302607","https://openalex.org/W2940374047","https://openalex.org/W2949117887","https://openalex.org/W2950493473","https://openalex.org/W2950642167","https://openalex.org/W2953111739","https://openalex.org/W2953787907","https://openalex.org/W2956887593","https://openalex.org/W2962711930","https://openalex.org/W2962851944","https://openalex.org/W2962949994","https://openalex.org/W2963017553","https://openalex.org/W2963083779","https://openalex.org/W2963100314","https://openalex.org/W2963155035","https://openalex.org/W2963218601","https://openalex.org/W2963446712","https://openalex.org/W2963452022","https://openalex.org/W2963454111","https://openalex.org/W2963524571","https://openalex.org/W2963568027","https://openalex.org/W2963606038","https://openalex.org/W2963685250","https://openalex.org/W2963721253","https://openalex.org/W2963743626","https://openalex.org/W2963782069","https://openalex.org/W2963881378","https://openalex.org/W2963956866","https://openalex.org/W2964089981","https://openalex.org/W2964134613","https://openalex.org/W2964350391","https://openalex.org/W3037950864","https://openalex.org/W3099155473","https://openalex.org/W3100437087","https://openalex.org/W3101102451","https://openalex.org/W3101921002","https://openalex.org/W3102327032","https://openalex.org/W3102779874","https://openalex.org/W4205874464","https://openalex.org/W4249279051","https://openalex.org/W4250482878","https://openalex.org/W4253802691","https://openalex.org/W4285719527","https://openalex.org/W6600001191","https://openalex.org/W6600116659","https://openalex.org/W6600175564","https://openalex.org/W6600224776","https://openalex.org/W6600376255","https://openalex.org/W6600559246","https://openalex.org/W6600741150","https://openalex.org/W6601846001","https://openalex.org/W6605946209","https://openalex.org/W6611670707","https://openalex.org/W6732629455","https://openalex.org/W6736505632","https://openalex.org/W6828894009","https://openalex.org/W6847397134"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W2565703248","https://openalex.org/W187246281"],"abstract_inverted_index":{"Abstract":[0],"Higher":[1],"dimensional":[2,39,106],"data":[3,107,129],"such":[4,76],"as":[5,77],"video":[6],"and":[7,16,28,44,64,84,122,145,172,189],"3D":[8,53,61,67,78],"are":[9,50,59],"the":[10,32,35,56,66,70,109,128,156,160,169,186],"leading":[11],"edge":[12],"of":[13,34,37,72,91,111,127,159,168],"multimedia":[14],"retrieval":[15],"computer":[17],"vision":[18],"research.":[19],"In":[20],"this":[21,182],"survey,":[22],"we":[23,163,184],"give":[24],"a":[25,88],"comprehensive":[26],"overview":[27,167],"key":[29],"insights":[30],"into":[31],"state":[33],"art":[36],"higher":[38,105,125],"features":[40],"from":[41,55,181],"deep":[42],"learning":[43,152],"also":[45,118,164],"traditional":[46],"approaches.":[47],"Current":[48],"approaches":[49],"frequently":[51],"using":[52,60],"information":[54],"sensor":[57],"or":[58],"in":[62,140,146],"modeling":[63],"understanding":[65],"world.":[68],"With":[69],"growth":[71],"prevalent":[73],"application":[74],"areas":[75],"games,":[79],"self-driving":[80],"automobiles,":[81],"health":[82],"monitoring":[83],"sports":[85],"activity":[86],"training,":[87],"wide":[89],"variety":[90],"new":[92,120],"sensors":[93],"have":[94],"allowed":[95],"researchers":[96],"to":[97,132,155],"develop":[98],"feature":[99],"description":[100],"models":[101],"beyond":[102],"2D.":[103],"Although":[104],"enhance":[108],"performance":[110],"methods":[112],"on":[113,176],"numerous":[114],"tasks,":[115],"they":[116],"can":[117],"introduce":[119],"challenges":[121,188],"problems.":[123],"The":[124],"dimensionality":[126],"often":[130],"leads":[131],"more":[133,177],"complicated":[134],"structures":[135],"which":[136],"present":[137,165,185],"additional":[138],"problems":[139],"both":[141],"extracting":[142],"meaningful":[143],"content":[144],"adapting":[147],"it":[148],"for":[149],"current":[150,170],"machine":[151],"algorithms.":[153],"Due":[154],"major":[157,187],"importance":[158],"evaluation":[161],"process,":[162],"an":[166],"datasets":[171],"benchmarks.":[173],"Moreover,":[174],"based":[175],"than":[178],"330":[179],"papers":[180],"study,":[183],"future":[190],"directions.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":33},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":33},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":10}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}